{"id":"W2489986759","doi":"10.1017/jea.2016.9","title":"Hard Choices: Challenging the Singapore Consensus. By Donald Low and Sudhir Vadaketh eds. Singapore: NUS Press, 2014. 272 pp. $24 (Paper).","year":2016,"lang":"en","type":"article","venue":"Journal of East Asian Studies","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Law and economics; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002214764,0.0002857267,0.0005778232,0.00006563044,0.001180589,0.0001724653,0.000467032,0.0001627165,0.0001148826],"category_scores_gemma":[0.000940574,0.0001689801,0.0001612971,0.00009894461,0.001527412,0.0004326012,0.0001452503,0.0004237882,0.00002808069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798076,"about_ca_system_score_gemma":0.0002937213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006187047,"about_ca_topic_score_gemma":0.0002350492,"domain_scores_codex":[0.997497,0.0003201069,0.0007352122,0.0002940746,0.0005991351,0.0005544347],"domain_scores_gemma":[0.9975757,0.0007368321,0.0009076827,0.0001979731,0.0003705871,0.0002111987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009846853,0.0001307717,0.01466486,0.00008190388,0.001471562,0.00006837013,0.05677219,0.00000225817,0.0004030144,0.001871406,0.8549435,0.06949174],"study_design_scores_gemma":[0.001221744,0.00007975884,0.009204364,0.0006997437,0.0001264693,0.00007598752,0.09712037,0.000001722118,0.00006568112,0.002069571,0.8889294,0.0004052202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1357466,0.2311459,0.00006972512,0.5463919,0.007427949,0.00101027,0.00008304366,0.0001603195,0.07796426],"genre_scores_gemma":[0.939277,0.04602204,0.001250248,0.001122338,0.002268261,0.00001838998,0.000001153156,0.0000633145,0.009977243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8035305,"threshold_uncertainty_score":0.9080259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04206252067991618,"score_gpt":0.2945973360559988,"score_spread":0.2525348153760826,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}